Boratto, Ludovico

1. User Modeling and User Profiling: A Comprehensive Survey
   2024/02/15 by Erasmo Purificato, Purificato, Erasmo, Ludovico Boratto +3 · 16 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Human-Computer Interaction (cs.HC) #I.2 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
2. Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality
   2022/09/11 by Balloccu, Giacomo, Boratto, Ludovico, Fenu, Gianni +1 · 2 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
3. Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems
   2023/08/23 by Ludovico Boratto, Francesco� Fabbri, Boratto, Ludovico +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning
   2023/04/12 by Giacomo Medda, Medda, Giacomo, Francesco� Fabbri +7 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
5. Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph
   2023/10/25 by Balloccu, Giacomo, Boratto, Ludovico, Cancedda, Christian +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
6. Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation
   2024/01/24 by Ludovico Boratto, Boratto, Ludovico, Francesco Fabbri +7 · 1 citation
   Computer Science · Psychology · #FOS: Computer and information sciences #Identity, Memory, and Therapy #Information Retrieval (cs.IR) #Recommender Systems and Techniques
7. MOReGIn: Multi-Objective Recommendation at the Global and Individual Levels
   2024/01/23 by Elizabeth Avery Gomez, Gómez, Elizabeth, Contreras, David +4 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling